{"id":"W3136155973","doi":"10.1016/j.biopsych.2021.03.015","title":"Brain Correlates of Suicide Attempt in 18,925 Participants Across 18 International Cohorts","year":2021,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health; University of Calgary; Alberta Health Services","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institute of Mental Health; National Health and Medical Research Council; University of California, San Francisco; National Center for Complementary and Integrative Health; Medical Research Council; American Foundation for Suicide Prevention; National Healthcare Group; National Institutes of Health; National Institute of Biomedical Imaging and Bioengineering; Universiteit van Amsterdam; University of Queensland; Universitätsmedizin Göttingen; Bundesministerium für Bildung und Forschung; South London and Maudsley NHS Foundation Trust; Innovative Research Group Project of the National Natural Science Foundation of China; Wellcome Trust; Deutsche Forschungsgemeinschaft","keywords":"Neuroimaging; Psychology; Major depressive disorder; Depression (economics); Thalamus; Clinical psychology; Poison control; Psychiatry; Neuroscience; Medicine; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004659243,0.0002057281,0.0004606448,0.00005515382,0.00006952249,0.00001704211,0.0002853151,0.0002784829,0.004884422],"category_scores_gemma":[0.0003751113,0.0001630689,0.0001684131,0.0002798283,0.0002138929,0.00004245383,0.0001882744,0.000284789,0.0002509423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002746764,"about_ca_system_score_gemma":0.00004059535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001367955,"about_ca_topic_score_gemma":0.0004333543,"domain_scores_codex":[0.9978443,0.000248871,0.0006417322,0.000542699,0.0001634255,0.0005589779],"domain_scores_gemma":[0.9989315,0.000403524,0.0001658436,0.0003207504,0.00009062086,0.0000877519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002141765,0.0005502144,0.9781942,0.000008121889,0.0001861992,0.00006852547,0.0008108217,0.000004391847,0.0004774301,0.002985641,0.01598496,0.0005153085],"study_design_scores_gemma":[0.001125415,0.0001421411,0.9893042,0.00002238747,0.00001316043,0.00002249098,0.003620816,0.000008754231,0.0001003747,0.003532036,0.001907127,0.0002011046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766371,0.003605277,0.00002580359,0.002535077,0.00493192,0.0001441517,0.00007236993,0.00005644532,0.01199187],"genre_scores_gemma":[0.996293,0.00009694442,0.0002169919,0.002051841,0.0002479574,0.00004453506,0.00005309615,0.00001288913,0.0009827534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01965591,"threshold_uncertainty_score":0.9960253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103978484740371,"score_gpt":0.4028374567275482,"score_spread":0.2924396082535112,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}